Machine learner optimization of atom loading in optical nanofiber evanescent dipole traps

Ratnesh K. Gupta; Jesse L. Everett; Aaron D. Tranter; René Henke; Vandna Gokhroo; Ping Koy Lam; Síle Nic Chormaic

doi:10.1364/QUANTUM.2022.QW2A.45

Quantum 2.0 Conference and Exhibition
Technical Digest Series (Optica Publishing Group, 2022),
paper QW2A.45
•https://doi.org/10.1364/QUANTUM.2022.QW2A.45

Machine learner optimization of atom loading in optical nanofiber evanescent dipole traps

Ratnesh K. Gupta, Jesse L. Everett, Aaron D. Tranter, René Henke, Vandna Gokhroo, Ping Koy Lam, and Síle Nic Chormaic

Quantum 2.0 2022

Boston, MA United States
13–16 June 2022
ISBN: 978-1-957171-11-1

From the session
Poster Session II: Virtual (QW2A)

Not Accessible

Your library or personal account may give you access

Get PDF
Email
Share
Get Citation
Copy Citation Text
R. K. Gupta, J. L. Everett, A. D. Tranter, R. Henke, V. Gokhroo, P. K. Lam, and S. N. Chormaic, "Machine learner optimization of atom loading in optical nanofiber evanescent dipole traps," in Quantum 2.0 Conference and Exhibition, Technical Digest Series (Optica Publishing Group, 2022), paper QW2A.45.

Export Citation
- BibTex
- Endnote (RIS)
- HTML
- Plain Text
Get Video
Citation alert
Save article

Abstract

We use an online machine learning algorithm to optimize cooling and loading of rubidium-87 atoms into an evanescent dipole trap array along an optical nanofiber, increasing the number of trapped atoms by 50%.

PDF Article | Presentation Video

More Like This

Optimizing the dipole trap for loading laser-cooled atoms into hollow-core fibers

Taehyun Yoon, Paul Anderson, Sheng-Xiang Lin, Bryan Duong, and Michal Bajcsy
JW2A.112 CLEO: Applications and Technology (CLEO:A&T) 2019

Highly Excited Atom Interactions with an Optical Nanofiber

Alexey Vylegzhanin, Aswathy Raj, Dylan Brown, and Síle Nic Chormaic
QTh4C.8 Quantum 2.0 (QUANTUM) 2022

Hybrid Quantum Systems using Optical Nanofibers Integrated with Cold Rubidium Atoms

Síle Nic Chormaic, Alexey Vylegzhanin, Zohreh Shahrabifarahani, Aswathy Raj, Ratnesh Kumar Gupta, Dylan Brown, and Jesse L. Everett
CThW3_01 Conference on Lasers and Electro-Optics/Pacific Rim (CLEO/PR) 2022

Previous Article Next Article

Poster Presentation

Media 1: PDF (4710 KB)

Presentation Video

Presentation video access is available to:

Optica Publishing Group subscribers
Technical meeting attendees
Optica members who wish to use one of their free downloads. Please download the article first. After downloading, please refresh this page.

Contact your librarian or system administrator
or
Log in to access Optica Member Subscription or free downloads